{"id":"W6929910449","doi":"10.5281/zenodo.10566543","title":"FIGURE 21 in A problematic species complex for Lasioglossum subgeneric diagnostics in North America (Hymenoptera: Halictidae)","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Avian ecology and behavior","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Species complex; Assemblage (archaeology); Arrow; Taxonomy (biology)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003920812,0.0004192578,0.0001989897,0.002280745,0.002601324,0.0008388162,0.0006309718,0.000584979,0.0857921],"category_scores_gemma":[0.0009495075,0.0001820608,0.0001877412,0.001937941,0.0006457394,0.0007426795,0.001423436,0.0004918193,0.008805968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005532106,"about_ca_system_score_gemma":0.0007598146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01928991,"about_ca_topic_score_gemma":0.1033475,"domain_scores_codex":[0.9996656,0.00006180135,0.00002304991,0.00008346752,0.00008239013,0.00008380491],"domain_scores_gemma":[0.9995472,0.00004707444,0.0001140323,0.00004084519,0.0001545917,0.00009625015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003422638,0.0001359809,0.2580376,0.0006627986,0.00006220918,0.003787126,0.008334037,0.0002764361,0.01409994,0.01861534,0.4440323,0.2516139],"study_design_scores_gemma":[0.00003525558,0.00007624842,0.4161147,0.0002724209,0.00006353756,0.006779615,0.008858657,0.0005445206,0.001302667,0.003227282,0.5626938,0.00003129193],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.4882382,0.003729101,0.0140052,0.007013857,0.001831856,0.001559371,0.03727356,0.002133574,0.4442152],"genre_scores_gemma":[0.8154161,0.001324156,0.03568258,0.001543073,0.0001961906,0.001351492,0.02340329,0.0004785069,0.1206046],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0857921,"threshold_uncertainty_score":0.2870032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0326202423522535,"score_gpt":0.2403651549289433,"score_spread":0.2077449125766898,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}